Proof and voice

AI-Generated Content Without a Generic Brand Voice

AI makes it easy to produce content and easy to sound like everyone else. Generic AI phrasing blurs your positioning and makes buyers trust you less. The fix isn’t avoiding AI; it’s feeding it your positioning, proof and voice, and editing what comes out.

ShoutEx Team · Data checked October 3, 2026
Give AI your voice, or it will give you everyone else’s.Positioning & Messaging for founders · Data checked October 3, 2026
3
Inputs for every AI draft
1
Voice guide with banned words
100%
Of AI drafts edited by a person

How do you use AI for content without sounding generic?

Give the AI three inputs every time: your messaging framework, a short voice guide with examples and banned words, and real source material such as call transcripts or founder notes. Then have a person edit for accuracy, specificity and voice. Generic output usually means generic input.

What does a voice guide for AI look like?

Example · A voice guide used in every prompt
docs.example/northwind/voice
Voice guide for AI drafts
RuleExample
Say what it does, plainly“Drafts answers from your policies”, not “AI-powered platform”
Name the reader“If you’re the only security person…”
Use numbers with a source“Median 3 days across 41 customers”
Admit limits“Not a full GRC suite”
Banned wordsseamless, unlock, revolutionize, delve, game-changer
Paste this guide and the messaging framework into every AI drafting prompt.
Why it works: concrete rules with examples, plus banned words that signal generic AI copy. Fictional company and copy.
Example · Same brief, generic vs on-voice
Generic
cms.example/draft
Draft A

In today’s fast-paced digital landscape, security teams must leverage cutting-edge AI to unlock seamless compliance and drive growth.

On-voice
cms.example/draft
Draft B

If you’re the only security person at a 300-person SaaS company, questionnaires eat your week. Most questions repeat. Here’s how to answer them from your own policies in hours.

Why it works: draft B names the reader, the pain and the outcome; draft A could be any company. Fictional company and copy.

What are the signs of generic AI copy?

  • Openers like ‘in today’s fast-paced landscape’.
  • Verbs like unlock, leverage, revolutionize, delve.
  • Lists of benefits with no numbers or proof.
  • No named customer, reader or alternative.
  • Every paragraph the same length and rhythm.

How should humans edit AI drafts?

Check every claim and number, replace abstractions with specifics from your proof library, cut filler, and read it aloud in the founder’s voice. Google’s guidance asks for fact-checking AI content and reviewing metadata too (Google on generative AI content). The full pre-publish checklist is in AI content quality review, and common traps in AI content mistakes.

Founder rule

AI drafts in your voice, humans sign off.

Feed it positioning, proof and examples, then edit every piece.

Where does voice fit in the system?

Voice expresses your positioning, so build it from your messaging framework and positioning statement, and keep it consistent across the website, sales and founder-led content. People-first, experience-based content is what Google’s guidance rewards (Google on people-first content).

Frequently asked questions

How do I keep AI content on-brand?

Give AI your messaging framework, a voice guide with examples and banned words, and real source material, then edit.

Why does AI content sound generic?

Because generic prompts produce average language. Specific inputs and editing fix it.

What is a brand voice guide?

Short rules and examples for how the company writes, including words to avoid.

Should I disclose AI-written content?

Google suggests disclosure where readers would reasonably expect it; always have a person review.

Can AI write in my founder’s voice?

It can approximate it from examples; the founder should edit for ideas and accuracy.

What words make content sound AI-written?

Phrases like ‘fast-paced landscape’, unlock, leverage, revolutionize and delve, used without specifics.

Sources & further reading

Standards and platform rules change. These sources let you verify the current requirements directly. All screens shown are mock-ups of fictional products.